{"id":"W2978402515","doi":"10.1002/cncy.22130","title":"Using simulation to teach patient‐centered ultrasound‐guided FNA skills","year":2019,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Simplicity; Supine position; Lying; Medical physics; Medical education; Radiology; Surgery; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166095,0.0009506122,0.0002899482,0.0004931336,0.0005927718,0.001143545,0.001285956,0.001302484,0.01016516],"category_scores_gemma":[0.004615426,0.0002732948,0.0007194699,0.0001141555,0.0007372375,0.0009828836,0.002197861,0.002393994,0.002380782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189988,"about_ca_system_score_gemma":0.002247997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063931,"about_ca_topic_score_gemma":0.002950759,"domain_scores_codex":[0.9993365,0.0003617022,0.00002619198,0.00006647803,0.0001360761,0.00007304492],"domain_scores_gemma":[0.9984107,0.0009016086,0.00007472153,0.00007075025,0.0001117088,0.0004303693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008371647,0.009181855,0.01251762,0.002329634,0.0001963879,0.002670524,0.007848932,0.07084823,0.0133971,0.02186198,0.2040796,0.654231],"study_design_scores_gemma":[0.001280107,0.006013241,0.009493755,0.003570858,0.0002485908,0.004904234,0.004051702,0.1518839,0.01983459,0.09588253,0.7024516,0.0003849684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2686012,0.01738891,0.4360718,0.06606218,0.01247168,0.003043371,0.0008357615,0.008433868,0.1870912],"genre_scores_gemma":[0.6902293,0.0180265,0.240705,0.01250951,0.001315481,0.002957536,0.0009024729,0.0005632106,0.03279096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016516,"threshold_uncertainty_score":0.03400582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248284353121836,"score_gpt":0.3987118023984096,"score_spread":0.3462289588671913,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}